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Databricks Mosaic AI Agent Framework

Agents co-located with governed lakehouse data.

Build agents over curated tables, features, and policies already in Databricks.

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Solutions & playbooks

Mix of curated references, community patterns, and AI-generated outlines. Replace with your ingestion jobs + editorial review.

  • Pilot playbook: Databricks Mosaic AI Agent Frameworkai outline

    Start with a narrow scenario aligned with “Agents co-located with governed lakehouse data.”. Wire one primary integration in read-only where possible, define 10–20 golden test cases and pass/fail criteria, and only then expand write access with approvals and logging.

  • Operations & governance (composite outline)ai outline

    Standardize prompts/policies, capture traces for audits, and rehearse edge cases (timeouts, tool errors, ambiguous user input). Build agents over curated tables, features, and policies already in Databricks.

News radar

Seed headlines for layout; connect RSS / partner wires / compliant datasets later.